Training Convolutional Networks with Web Images [article]

Nizar Massouh
2018 arXiv   pre-print
In this thesis we investigate the effect of using web images to build a large scale database to be used along a deep learning method for a classification task. We replicate the ImageNet large scale database (ILSVRC-2012) from images collected from the web using 4 different download strategies varying: the search engine, the query and the image resolution. As a deep learning method, we will choose the Convolutional Neural Network that was very successful with recognition tasks; the AlexNet.
arXiv:1805.08416v1 fatcat:4ezdujpxybfwddgxfkapybt5uy